Approximation parcimonieuse pour l'analyse d'images force-volume en microscopie de force atomique

Algorithmes d'approximation parcimonieuse inspirés d'Orthogonal Least Squares pour les problèmes inverses

Proximal optimization of OT-regularized cost functions for multichannel signal recovery

Algorithmes de type homotopiques pour la minimisation des moindres carrés régularisés par la "norme" $\ell_0$

Automated Force Volume Image Processing for Biological Samples

Sparse representation of a force spectrum and a force-volume image

Non-negative greedy algorithms: Matlab implementation

Homotopy based algorithms for L0-regularized least-squares

Estimation of skin optical properties modified by an optical clearing agent and measured using bimodal tissue spectroscopy

Identification of minerals from hyperspectral imaging based on a fuzzy logic approach

A novel method for noninvasive estimation of respiratory effort during pressure support ventilation

Bernoulli and Gauss Take a Look at the MAP

Analysis of force-volume images in atomic force microscopy using sparse approximation

Exact recovery analysis of non-negative orthogonal greedy algorithms

Joint decomposition of multichannel signals with multimarginal optimal transport

Source separation approach for the analysis of spatially resolved multiply excited autofluorescence spectra during optical clearing of ex vivo skin

NP-hardness of $\ell$0 minimization problems: revision and extension to the non-negative setting

Marginal MAP estimation of a Bernoulli-Gaussian signal: continuous relaxation approach

OMP-based algorithm for mineral reflectance spectra deconvolution from hyperspectral images

Efficient Domain Decomposition for a Neural Network Learning Algorithm, used for the Dose Evaluation in External Radiotherapy

Estimation du MAP Marginal d'un signal Bernoulli-Gaussien: une approche par relaxation continue

Improved deconvolution of mineral reflectance spectra

An optimized version of non-negative OMP

Estimation des propriétés optiques de peau humaine modifiées par un agent de clarification optique et mesurées par spectroscopie tissulaire bimodale

Caractérisation par spectroscopie optique des classes tissulaires rencontrées lors de résection chirurgicale des carcinomes cutanés

A parallelizable framework for segmenting piecewise signals

K-step analysis of orthogonal greedy algorithms for non-negative sparse representations

Mineral Identification And Characterization: An Integrated Approach To Recover Mineralogical Information From Hyperspectral Images

Spectroscopic decomposition of astronomical multispectral images using B-splines

Coherence-based Partial Exact Recovery Condition for OMP/OLS

Separation of delayed parameterized sources

Exact recovery analysis of non-negative orthogonal matching pursuit

Séparation de sources retardées et paramétriques

Décomposition de spectres en motifs paramétriques par approximation parcimonieuse

Sparse deconvolution: comparison of statistical and deterministic approaches

Non-negative orthogonal greedy algorithms

Unrecoverable subsets by OMP and Basis Pursuit

A case of exact recovery using OMP with continuous dictionaries

Ultrasonic non destructive testing based on sparse deconvolution

DDB2 (damaged-DNA binding 2) protein: a new modulator of nanomechanical properties and cell adhesion of breast cancer cells

Exact recovery conditions for sparse representations with partial support information

A case of exact recovery with OMP using continuous dictionaries

Relaxed recovery conditions for OMP/OLS by exploiting both coherence and decay

Identification de supports en k étapes avec OMP pour les dictionnaires continus

Joint k-step analysis of Orthogonal Matching Pursuit and Orthogonal Least Squares

Uniform k-step recovery with CMF dictionaries

Parameterized Source Separation For Delayed Spectroscopic Signals

When does OMP achieve exact recovery with continuous dictionaries?

OMP and continuous dictionaries: Is k-step recovery possible ?

ROHSA: Regularized Optimization for Hyper-Spectral Analysis